Statistical Methods for Genome-Enabled Selection

 

Professor Daniel Gianola, University Of Wisconsin

Professor Gustavo de los Campos, University of Alabama at Birmingham

 

 

 

Slides (Gianola)

Introduction

Bayesian Inference

Genome Enabled Prediction

Gene Interactions

Nonparametric Methods

Penalized Methods - RKHS

Neural Nets

Conclusion

 

 

 

Prac Handouts (de los Campos)

All prac handouts

 

 

 

                                   

 
 
 
 
Armidale Animal Breeding Summer Course Home

 

Material of previous years:

 

Armidale Animal Breeding Summer Course 2011    Materials

Statistical methods and design in plant breeding and genomics: Ian Mackay

IBD inference in genome association studies: Elizabeth Thompson

 

Armidale Animal Breeding Summer Course 2010    Materials

Application of evolutionary algorithms to solve complex problems in quantitative genetics

and bioinformatics:   Brian Kinghorn, Cedric Gondro

 

Bayesian methods in genome association studies:  Dorian Garrick,  Rohan Fernando

 

Armidale Animal Breeding Summer Course 2009    Materials

Quantitative Genetic Theory and Analysis- Selection Theory:    Bruce Walsh

Quantitative Genetic Models for social interaction and inherited variability: Piter Bijma

 

Armidale Animal Breeding Summer Course 2008      Materials 

Genomic Selection:       Ben Hayes

 

Armidale Animal Breeding Summer Course 2007      Materials

Generalized Linear Mixed Models:        Steve Kachman

 

Armidale Animal Breeding Summer Course 2006    Materials

Gene Expression:          Toni Reverter

Breeding Program Design:         Graser, James, Van der Werf

 
Armidale Animal Breeding Summer Course 2005    Materials
Breeding Objectives: Gibson, Van der Werf, Kinghorn
Scientific Writing:          David Lindsay
ASReml:           Arthur Gilmour
 
Armidale Animal Breeding Summer Course 2004    Materials
Bayesian for Beginner               Kerrie Mengersen
Bayesian Models for QTL analysis        Michel Perez-Enciso
Bioinformatics   John McEwan

Armidale Animal Breeding Summer Course 2003    Materials

Scientific Writing:  David Lindsay
Linear Models for animal breeding:   Julius van der Werf, Mike Goddard
QTL detection models:  Julius van der Werf, Ben Hayes
 
 
 
Armidale Animal Breeding Summer Course Home
 
Contact                     Julius van der Werf 
                                    Animal Genetics, UNE
                                    phone: 02 6773 2092; 
                                    fax 02 6773 3955
                                    jvanderw (at) une.edu.au